Copertina

Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhang, Xinyu, Wan, Yuchen, Zhang, Boxuan, Yang, Zesheng, Zhang, Lingling, Wei, Bifan, Liu, Jun
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving
di: Zhang, Xinyu, et al.
Pubblicazione: (2026)

Select-then-Solve: Paradigm Routing as Inference-Time Optimization for LLM Agents
di: Zhou, Heng, et al.
Pubblicazione: (2026)

$\textbf{AGT$^{AO}$}$: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality
di: Li, Pengyu, et al.
Pubblicazione: (2026)

QGEval: Benchmarking Multi-dimensional Evaluation for Question Generation
di: Fu, Weiping, et al.
Pubblicazione: (2024)

GeoChallenge: A Multi-Answer Multiple-Choice Benchmark for Geometric Reasoning with Diagrams
di: Zhang, Yushun, et al.
Pubblicazione: (2026)

Small Language Model Helps Resolve Semantic Ambiguity of LLM Prompt
di: Huang, Zhenzhen, et al.
Pubblicazione: (2026)

CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving
di: Chen, Pei, et al.
Pubblicazione: (2024)

Solving Math Word Problems via Cooperative Reasoning induced Language Models
di: Zhu, Xinyu, et al.
Pubblicazione: (2022)

Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions
di: Jian, Pu, et al.
Pubblicazione: (2025)

ClinicalAgents: Multi-Agent Orchestration for Clinical Decision Making with Dual-Memory
di: Ge, Zhuohan, et al.
Pubblicazione: (2026)

MemAdapter: Fast Alignment across Agent Memory Paradigms via Generative Subgraph Retrieval
di: Zhang, Xin, et al.
Pubblicazione: (2026)

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
di: Zhang, Boxuan, et al.
Pubblicazione: (2026)

CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought
di: Zhang, Boxuan, et al.
Pubblicazione: (2025)

Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
di: Li, Yifei, et al.
Pubblicazione: (2026)

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
di: Zhang, Guibin, et al.
Pubblicazione: (2025)

Towards Robust Evaluation of Visual Activity Recognition: Resolving Verb Ambiguity with Sense Clustering
di: Yao, Louie Hong, et al.
Pubblicazione: (2025)

Coding Agents with Multimodal Browsing are Generalist Problem Solvers
di: Soni, Aditya Bharat, et al.
Pubblicazione: (2025)

Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones?
di: Yang, Zhe, et al.
Pubblicazione: (2024)

Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models
di: Pang, Xinyu, et al.
Pubblicazione: (2024)

GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving
di: Zhang, Jiaxin, et al.
Pubblicazione: (2024)

It Depends: Resolving Referential Ambiguity in Minimal Contexts with Commonsense Knowledge
di: Ellinger, Lukas, et al.
Pubblicazione: (2025)

TRACES: Proactive Safety Auditing for Multi-Turn LLM Agents via Trajectory-State Modeling
di: Li, Jiaqian, et al.
Pubblicazione: (2026)

Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization
di: Li, Jian, et al.
Pubblicazione: (2025)

Self-consistent Reasoning For Solving Math Word Problems
di: Xiong, Jing, et al.
Pubblicazione: (2022)

Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving
di: Gao, Songyang, et al.
Pubblicazione: (2025)

LinguaGame: A Linguistically Grounded Game-Theoretic Paradigm for Multi-Agent Dialogue Generation
di: Ye, Yuxiao, et al.
Pubblicazione: (2026)

MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
di: Lei, Bin, et al.
Pubblicazione: (2024)

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator
di: Liu, Chengyuan, et al.
Pubblicazione: (2024)

Collaborative Problem-Solving in an Optimization Game
di: Jeknic, Isidora, et al.
Pubblicazione: (2025)

Joint Optimization of Reasoning and Dual-Memory for Self-Learning Diagnostic Agent
di: Li, Bingxuan, et al.
Pubblicazione: (2026)

Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
di: Wu, Xinwei, et al.
Pubblicazione: (2025)

Weak-Link Optimization for Multi-Agent Reasoning and Collaboration
di: Bian, Haoyu, et al.
Pubblicazione: (2026)

Pretraining A Large Language Model using Distributed GPUs: A Memory-Efficient Decentralized Paradigm
di: Zhang, Jinrui, et al.
Pubblicazione: (2026)

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving
di: Tang, Xiangru, et al.
Pubblicazione: (2025)

TEC: A Collection of Human Trial-and-error Trajectories for Problem Solving
di: Zhang, Xinkai, et al.
Pubblicazione: (2026)

Shakespearean Sparks: The Dance of Hallucination and Creativity in LLMs' Decoding Layers
di: He, Zicong, et al.
Pubblicazione: (2025)

Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective
di: Yu, Yiyao, et al.
Pubblicazione: (2025)

Open Problems and a Hypothetical Path Forward in LLM Knowledge Paradigms
di: Ye, Xiaotian, et al.
Pubblicazione: (2025)

RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems
di: Liu, Jiacheng, et al.
Pubblicazione: (2026)

MapCoder: Multi-Agent Code Generation for Competitive Problem Solving
di: Islam, Md. Ashraful, et al.
Pubblicazione: (2024)